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【MySQL】sql优化小调优一例

【MySQL】sql优化小调优一例

作者: 拾荒者charley | 来源:发表于2018-04-25 18:18 被阅读0次

    前言:今天在生产环境抓到慢SQL一例,单独拿出来执行速度非常快,我们拿出该SQL分析一下。

    原始SQL:

    select  distinct metadatalogid,opertime from xwcmmetadatalog where metadataid='4395597' order by opertime desc;
    

    执行计划:

    MariaDB [test]> explain select  distinct metadatalogid,opertime from xwcmmetadatalog where metadataid='4395597' order by opertime desc;
    +------+-------------+-----------------+------+-------------------------------+-------------------------------+---------+-------+------+-----------------------------+
    | id   | select_type | table           | type | possible_keys                 | key                           | key_len | ref   | rows | Extra                       |
    +------+-------------+-----------------+------+-------------------------------+-------------------------------+---------+-------+------+-----------------------------+
    |    1 | SIMPLE      | xwcmmetadatalog | ref  | IX_xwcmmetadatalog_METADATAID | IX_xwcmmetadatalog_METADATAID | 5       | const |    1 | Using where; Using filesort |
    +------+-------------+-----------------+------+-------------------------------+-------------------------------+---------+-------+------+-----------------------------+
    1 row in set (0.00 sec)
    

    我们可以看到该执行计划其实问题也不是很大,唯一需要注意的就是用到了文件排序,当MySQL SERVER io比较吃紧的时候大量执行该SQL就会有问题了,所以我们优化思路就是消除这个文件排序即可。
    查看索引

    MariaDB [test]> show index from xwcmmetadatalog;
    +-----------------+------------+----------------------------------+--------------+---------------+-----------+-------------+----------+--------+------+------------+---------+---------------+
    | Table           | Non_unique | Key_name                         | Seq_in_index | Column_name   | Collation | Cardinality | Sub_part | Packed | Null | Index_type | Comment | Index_comment |
    +-----------------+------------+----------------------------------+--------------+---------------+-----------+-------------+----------+--------+------+------------+---------+---------------+
    | xwcmmetadatalog |          0 | PRIMARY                          |            1 | METADATALOGID | A         |           0 |     NULL | NULL   |      | BTREE      |         |               |
    | xwcmmetadatalog |          1 | IX_xwcmmetadatalog_SRCMETADATAID |            1 | SRCMETADATAID | A         |           0 |     NULL | NULL   | YES  | BTREE      |         |               |
    | xwcmmetadatalog |          1 | IX_xwcmmetadatalog_METADATAID    |            1 | METADATAID    | A         |           0 |     NULL | NULL   | YES  | BTREE      |         |               |
    +-----------------+------------+----------------------------------+--------------+---------------+-----------+-------------+----------+--------+------+------------+---------+---------------+
    3 rows in set (0.00 sec)
    

    我们看到执行计划用到的索引只包含METADATAID列,而我们的sql筛选条件不仅包含metadataid='4395597' 还用到了opertime来排序,所以我们针对这两个字段建立索引即可。

    MariaDB [test]> create index idx_medataid_opertime on xwcmmetadatalog(metadataid,opertime);
    Query OK, 0 rows affected (0.01 sec)
    Records: 0  Duplicates: 0  Warnings: 0
    

    再次查看执行计划:

    MariaDB [test]> explain select  distinct metadatalogid,opertime from xwcmmetadatalog where metadataid='4395597' order by opertime desc;
    +------+-------------+-----------------+------+-----------------------------------------------------+-----------------------+---------+-------+------+--------------------------+
    | id   | select_type | table           | type | possible_keys                                       | key                   | key_len | ref   | rows | Extra                    |
    +------+-------------+-----------------+------+-----------------------------------------------------+-----------------------+---------+-------+------+--------------------------+
    |    1 | SIMPLE      | xwcmmetadatalog | ref  | IX_xwcmmetadatalog_METADATAID,idx_medataid_opertime | idx_medataid_opertime | 5       | const |    1 | Using where; Using index |
    +------+-------------+-----------------+------+-----------------------------------------------------+-----------------------+---------+-------+------+--------------------------+
    1 row in set (0.00 sec)
    

    完美

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